Computational Design of Complex Materials Using Information Theory: From Physics- to Data-driven Multi-scale Molecular Models.
Vagelis HarmandarisEvangelia KalligiannakiMarkos A. KatsoulakisPublished in: ERCIM News (2018)
Keyphrases
- information theory
- data driven
- multiscale
- information theoretic
- complex systems
- statistical learning
- computational models
- jensen shannon divergence
- computer science
- conditional entropy
- physical processes
- relative entropy
- probabilistic model
- computer vision
- statistical models
- multiresolution
- inter frame
- mutual information
- statistical mechanics
- statistical physics
- supervised learning